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Titlebook: Maximum Entropy and Bayesian Methods; Cambridge, England, J. Skilling Book 1989 Springer Science+Business Media Dordrecht 1989 Experiment.

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Clearing up Mysteries — The Original Goale who thinks that probabilities are physically real things. But when we adopt the “Bayesian Inference” viewpoint of Harold Jeffreys, paradoxes often become simple platitudes and we have a more powerful tool for useful calculations. This is illustrated by three examples from widely different fields:
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The Three Phases of Statistical Mechanicstal mechanisms of both equilibrium and nonequilibrium phenomena. Representative applications are provided—to quantum statistical systems in the first case, and to classical hydrodynamics in the second. Extensions of these ideas inspired by modern notions of chaos are mentioned, as well as ongoing wo
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Justification of the Maximum Entropy Criterion in Quantum Mechanicsantum system when only partial information is available has a generalized canonical form. This result provides an indirect justification of the quantal maximum entropy criterion, based on the use of von Neumann’s entropy with constraints on the known expectation values.
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